{"id":"W2017938897","doi":"10.2478/raon-2014-0010","title":"Microinvasive cervical squamous cell carcinoma in Slovenia during the period 2001-2007","year":2014,"lang":"en","type":"article","venue":"Radiology and Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Stage (stratigraphy); Pathological; Basal cell; Cervical cancer; Cancer registry; Pathology; Cancer; Radiology; Gynecology; Internal medicine; Epidemiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002510007,0.0001451814,0.000473316,0.00009975123,0.0000999737,0.00000387989,0.00008926821,0.0002825859,0.0003492025],"category_scores_gemma":[0.0001396977,0.00009267484,0.00006725555,0.0001502219,0.0002449863,0.00001893108,0.00005730417,0.0003484825,0.00005497238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002179277,"about_ca_system_score_gemma":0.00009868143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001622925,"about_ca_topic_score_gemma":0.0002548381,"domain_scores_codex":[0.9987381,0.000275158,0.0002376707,0.0002931111,0.00005916809,0.0003967905],"domain_scores_gemma":[0.9990728,0.0005206247,0.00006065204,0.000180141,0.00002576821,0.0001399982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003223433,0.0005597487,0.9764062,0.0001467246,0.00004711468,0.0009033622,0.001080602,0.00001172655,0.009176111,0.0003910359,0.001386291,0.006667645],"study_design_scores_gemma":[0.0112077,0.002506787,0.9563012,0.000005930129,0.00009294112,0.001970534,0.0001961365,0.00004851287,0.001355868,0.0002459298,0.02594896,0.0001195187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831959,0.002364466,0.000008250833,0.003424697,0.0003259275,0.0002660646,0.000004453635,0.00001624094,0.01039399],"genre_scores_gemma":[0.996483,0.0001668442,0.0001172949,0.002043037,0.0004936684,0.00003605464,0.00000998099,0.00001131054,0.0006388013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02456267,"threshold_uncertainty_score":0.3823523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01290328735931437,"score_gpt":0.2661374149541998,"score_spread":0.2532341275948854,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}